16 citations · 44 across the 11 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.CR2020★ 3 cited
Adversarial Attack Based Countermeasures against Deep Learning Side-Channel Attacks
Ruizhe Gu, Ping Wang, Mengce Zheng +2
Numerous previous works have studied deep learning algorithms applied in the context of side-channel attacks, which demonstrated the ability to perform successful key recoveries. T…
cs.CR2020★ 13 cited
An Enhanced Convolutional Neural Network in Side-Channel Attacks and Its Visualization
Minhui Jin, Mengce Zheng, Honggang Hu +1
In recent years, the convolutional neural networks (CNNs) have received a lot of interest in the side-channel community. The previous work has shown that CNNs have the potential of…
cs.CR2020★ 9 cited
Enhancing the Performance of Practical Profiling Side-Channel Attacks Using Conditional Generative Adversarial Networks
Ping Wang, Ping Chen, Zhimin Luo +4
Recently, many profiling side-channel attacks based on Machine Learning and Deep Learning have been proposed. Most of them focus on reducing the number of traces required for succe…